| 2026 | AAAI | Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward. | Guansu Wang, Peijie Sun |
| 2026 | AAAI | Differentiated Directional Intervention: A Framework for Evading LLM Safety Alignment. | Peng Zhang, Peijie Sun |
| 2026 | WWW | PRISM: Personalized Recommendation via Information Synergy Module. | Yutong Li, Xinyi Zhang, Peijie Sun, Letian Sha, Zhongxuan Han |
| 2026 | WSDM | HADSF: Aspect Aware Semantic Control for Explainable Recommendation. | Zheng Nie, Peijie Sun |
| 2025 | SIGIR | CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. | Hanyu Li, Jiayu Li, Weizhi Ma, Peijie Sun, Haiyang Wu, Jingwen Wang, Yuekui Yang, Min Zhang, Shaoping Ma |
| 2024 | DASFAA | A Situation-aware Enhancer for Personalized Recommendation. | Jiayu Li, Peijie Sun, Chumeng Jiang, Weizhi Ma, Qingyao Ai, Min Zhang |
| 2024 | DASFAA | Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. | Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai |
| 2024 | EMNLP | A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models. | Jiayin Wang, Fengran Mo, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie |
| 2024 | KDD | Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias. | Miaomiao Cai, Lei Chen, Yifan Wang, Haoyue Bai, Peijie Sun, Le Wu, Min Zhang, Meng Wang |
| 2024 | KDD | Double Correction Framework for Denoising Recommendation. | Zhuangzhuang He, Yifan Wang, Yonghui Yang, Peijie Sun, Le Wu, Haoyue Bai, Jinqi Gong, Richang Hong, Min Zhang |
| 2024 | RecSys | ReChorus2.0: A Modular and Task-Flexible Recommendation Library. | Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma |
| 2024 | RecSys | Right Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery. | Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang |
| 2024 | RecSys | Large Language Models as Evaluators for Recommendation Explanations. | Xiaoyu Zhang, Yishan Li, Jiayin Wang, Bowen Sun, Weizhi Ma, Peijie Sun, Min Zhang |
| 2024 | WWW | Collaborative-Enhanced Prediction of Spending on Newly Downloaded Mobile Games under Consumption Uncertainty. | Peijie Sun, Yifan Wang, Min Zhang, Chuhan Wu, Yan Fang, Hong Zhu, Yuan Fang, Meng Wang |
| 2024 | WWW | Intersectional Two-sided Fairness in Recommendation. | Yifan Wang, Peijie Sun, Weizhi Ma, Min Zhang, Yuan Zhang, Peng Jiang, Shaoping Ma |
| 2024 | SIGIR | Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. | Hanyu Li, Weizhi Ma, Peijie Sun, Jiayu Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Min Zhang, Shaoping Ma |
| 2024 | SIGIR | Sequential Recommendation with Latent Relations based on Large Language Model. | Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang |
| 2024 | SIGIR | EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation. | Shaorun Zhang, Zhiyu He, Ziyi Ye, Peijie Sun, Qingyao Ai, Min Zhang, Yiqun Liu |
| 2023 | CIKM | Understanding User Immersion in Online Short Video Interaction. | Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu |
| 2023 | KDD | Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction. | Yifan Wang, Peijie Sun, Min Zhang, Qinglin Jia, Jingjie Li, Shaoping Ma |
| 2023 | SIGIR | Intent-aware Ranking Ensemble for Personalized Recommendation. | Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue |
| 2023 | SIGIR | Topic-enhanced Graph Neural Networks for Extraction-based Explainable Recommendation. | Jie Shuai, Le Wu, Kun Zhang, Peijie Sun, Richang Hong, Meng Wang |
| 2022 | SIGIR | ProFairRec: Provider Fairness-aware News Recommendation. | Tao Qi, Fangzhao Wu, Chuhan Wu, Peijie Sun, Le Wu, Xiting Wang, Yongfeng Huang, Xing Xie |
| 2022 | SIGIR | A Review-aware Graph Contrastive Learning Framework for Recommendation. | Jie Shuai, Kun Zhang, Le Wu, Peijie Sun, Richang Hong, Meng Wang, Yong Li |
| 2020 | HPCC | Context-Aware Learning for Anomaly Detection with Imbalanced Log Data. | Peijie Sun, Yuepeng E, Tong Li, Yulei Wu, Jingguo Ge, Junling You, Bingzhen Wu |
| 2020 | WWW | Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation. | Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang |
| 2019 | SIGIR | A Neural Influence Diffusion Model for Social Recommendation. | Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang |
| 2018 | SIGIR | Attentive Recurrent Social Recommendation. | Peijie Sun, Le Wu, Meng Wang |